wehub-resource-sync
83 lines
2.3 KiB
C++
83 lines
2.3 KiB
C++
// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
|
|
//
|
|
// Licensed under the Apache License, Version 2.0 (the "License");
|
|
// you may not use this file except in compliance with the License.
|
|
// You may obtain a copy of the License at
|
|
//
|
|
// http://www.apache.org/licenses/LICENSE-2.0
|
|
//
|
|
// Unless required by applicable law or agreed to in writing, software
|
|
// distributed under the License is distributed on an "AS IS" BASIS,
|
|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
// See the License for the specific language governing permissions and
|
|
// limitations under the License.
|
|
|
|
#pragma once
|
|
|
|
#include <memory>
|
|
#include <string>
|
|
#include <unordered_map>
|
|
#include <vector>
|
|
|
|
#include "paddle/phi/api/include/tensor.h"
|
|
#include "paddle/phi/common/place.h"
|
|
|
|
#include "function.h" //NOLINT
|
|
|
|
namespace paddle {
|
|
|
|
namespace framework {
|
|
class Variable;
|
|
} // namespace framework
|
|
|
|
namespace jit {
|
|
class CompilationUnit;
|
|
class BaseFunctionInfo;
|
|
|
|
using DenseTensor = phi::DenseTensor;
|
|
using Tensor = paddle::Tensor;
|
|
using Variable = paddle::framework::Variable;
|
|
using VariableMap = std::unordered_map<std::string, std::shared_ptr<Variable>>;
|
|
using BaseFunctionInfoMap =
|
|
std::unordered_map<std::string, std::shared_ptr<BaseFunctionInfo>>;
|
|
|
|
class Layer {
|
|
public:
|
|
Layer(const std::shared_ptr<VariableMap>& params_map,
|
|
const std::shared_ptr<VariableMap>& attrs_map_,
|
|
const BaseFunctionInfoMap& info_map,
|
|
const phi::Place& place);
|
|
|
|
jit::Function Function(const std::string& name) const;
|
|
|
|
template <typename T>
|
|
|
|
T Attribute(const std::string& name) const;
|
|
|
|
std::vector<Tensor> forward(const std::vector<Tensor>& inputs);
|
|
|
|
std::vector<DenseTensor> forward(const std::vector<DenseTensor>& inputs);
|
|
|
|
void to(const phi::Place& place);
|
|
|
|
void SetEngine(const std::string& name,
|
|
const std::shared_ptr<BaseEngine>& engine);
|
|
|
|
const std::shared_ptr<jit::BaseFunctionInfo>& FunctionInfo(
|
|
const std::string& name) const;
|
|
|
|
std::vector<std::string> FunctionNames() const;
|
|
|
|
std::shared_ptr<Layer> Clone(void* stream = nullptr);
|
|
|
|
private:
|
|
std::shared_ptr<VariableMap> params_map_;
|
|
std::shared_ptr<VariableMap> attrs_map_;
|
|
BaseFunctionInfoMap info_map_;
|
|
phi::Place place_;
|
|
std::shared_ptr<CompilationUnit> unit_;
|
|
};
|
|
|
|
} // namespace jit
|
|
} // namespace paddle
|